Calculus gives us a language to describe how quantities are related to one another, and it gives us a set of computational and visual tools for exploring those relationships. Usually, we want to understand how quantities are related in the context of a particular problem--it might be in chemistry, or public policy, or mathematics itself. In this chapter we take a single context--an infectious disease spreading through a population--to see how calculus emerges and how it is used.